Feature Set Optimization for Machine Learning Traffic Classification in Mobile Networks.
Andrii AstrakhantsevLarysa GlobaAndrii DavydiukOleksandra SushkoPublished in: BlackSeaCom (2023)
Keyphrases
- feature set
- feature selection
- machine learning
- mobile networks
- classification accuracy
- feature vectors
- feature space
- feature extraction
- random forest
- support vector machine
- feature reduction
- feature representation
- feature extraction and selection
- class labels
- decision trees
- text classification
- pattern recognition
- support vector
- extracted features
- feature selection algorithms
- ad hoc networks
- machine learning methods
- support vector machine svm
- global optimization
- feature subset
- optimization method
- optimization problems
- mobile users
- base station
- knn
- training data
- database